Predicting vehicle fuel consumption patterns using floating vehicle data

The status of energy consumption and air pollution in China is serious. It is important to analyze and predict the different fuel consumption of various types of vehicles under different influence factors. In order to fully describe the relationship between fuel consumption and the impact factors, massive amounts of floating vehicle data were used. The fuel consumption pattern and congestion pattern based on large samples of historical floating vehicle data were explored, drivers'' information and vehicles'' parameters from different group classification were probed, and the average velocity and average fuel consumption in the temporal dimension and spatial dimension were analyzed respectively. The fuel consumption forecasting model was established by using a Back Propagation Neural Network. Part of the sample set was used to train the forecasting model and the remaining part of the sample set was used as input to the forecasting model.     

固定化果胶酶抑制铜绿微囊藻生长研究

为证实固定化果胶酶抑制蓝藻生长的作用,在实验室条件下,以铜绿微囊藻（Microcystis aeruginosa）为受试藻种,用共培养法观察了固定化果胶酶对藻细胞群体的作用、用电镜观察了共培养后藻细胞的损伤状况,测定了对其生理生化特征的影响.结果表明固定化果胶酶与藻共培养液第3 d明显黄化,且黄化程度与固定化果胶酶的用量和培养时间呈正相关系;电镜照片显示固定化果胶酶对藻细胞有损伤作用,轻微损伤的藻细胞出现质壁分离,表面粗糙、凸凹不平,形状不规则,严重损伤的藻细胞表面发生深度皱缩或细胞结构完全解体;随着固定化果胶酶与铜绿微囊藻共培养时间的延长,藻细胞生长量、叶绿素a含量显著降低,表明藻细胞受到胁迫和伤害,藻细胞正常的光合作用受到严重影响.丙二醛（MDA）值显示藻细胞抗氧化防御体系被破坏,细胞内发生严重膜脂过氧化.固定化果胶酶能有效抑制铜绿微囊藻细胞的生长,铜绿微囊藻生长抑制率可高达96%.     

羧基化碳纳米管载铂催化剂对微生物燃料电池阴极氧还原性能的影响

阴极催化剂是影响微生物燃料电池(microbial fuel cell,MFC)性能的关键要素.为了考察不同羧基化方法改性的碳纳米管(carbon nanotube,CNT)负载Pt的催化氧还原效率,分别在80℃和95℃条件下对CNT进行了羧基化,采用浸渍-沉淀法制备了Pt/CNT催化剂(Pt/CNT-80和Pt/CNT-95),并在空气阴极MFC体系中验证了其催化氧还原效果(MFC-80、MFC-95和MFC-C).结果表明,MFC-95和MFC-80的最大功率密度分别为568.8 mW.m-2和412.8 mW.m-2,内阻分别为204.7Ω和207.7Ω,开路电压分别为0.719 V和0.651 V.而对照MFC-C的最大功率密度仅为5.4 mW.m-2,内阻为826.2Ω.XPS和XRD分析结果显示,Pt/CNT-95催化氧还原效果优于Pt/CNT-80,原因可能是95℃羧基化过程在CNT表面引入了丰富的含氧基团.     

微生物发酵米糠对Pb~(2+)的吸附研究

利用微生物对米糖进行发酵处理,制备出微生物发酵米糠重金属吸附剂,对微生物发酵米糠吸附Pb2+进行了研究,结果表明,微生物发酵米糠对Pb2+吸附效果好,吸附率可达96.5%。该吸附剂的最佳用量为20g/L。最优吸附条件为:pH4.5,温度30℃,Pb2+浓度不超过50mg/L,最佳吸附时间30min。     

双筒型微生物燃料电池生物阴极反硝化研究

利用双筒型微生物燃料电池生物阴极实现电反硝化脱氮,考察外电阻大小、进水硝酸盐和有机物浓度对产电和反硝化的影响.当外电阻从50Ω下降到5Ω,硝酸盐去除速率由0.26 mg/(L.h)上升到0.76 mg/(L.h);在外电阻为5Ω时,亚硝氮积累浓度达55 mg/L;硝酸盐起始浓度在20～120 mg/L时硝酸盐降解满足0级反应,硝酸盐浓度对MFC产电影响不显著;亚硝氮的积累浓度随硝酸盐起始浓度增加而增加,最高可达到35 mg/L;有机物的加入能提高阴极反硝化速度,避免亚硝酸盐积累,对MFC产电影响不大.     

邻苯二甲酸二丁酯暴露对雄性大鼠生精细胞功能影响

观察不同剂量的邻苯二甲酸二丁酯(DBP)对成年大鼠生精细胞损伤、端粒酶和端粒酶逆转录酶(TERT)表达影响.对40只健康雄性SD大鼠随机分成4组,分别为500mg·kg-1·d-1、250mg·kg-1·d-1、50mg·kg-1·d-1 3个染毒组和1个对照组,灌胃量为5mL·kg-1体重,灌胃法连续给药6周.对体重...     

电化学产电菌的分离及性能评价

利用兼性滚管法分离了折流板空气阴极微生物燃料电池(BAFMFC)A、B两格室的阳极生物膜,共获得19株纯菌.将菌株投加至无菌立方型反应器中,检验其产电特性.利用交流阻抗法测量各纯菌电池的内阻,结果显示38个电池的欧姆内阻为25Ω±5Ω,说明了各电池的产电差异来源于菌株本身的活性.其他运行条件均保持不变,在1000Ω外阻下,7株纯菌电池的输出电压在200mV以上.其中,A格室产电活性最高的菌株(A2)产生的最大电压为328mV,输出的最大功率密度为165.1mW/m2,B格室产电活性最高的菌株(B1)最大电压为241mV,最大功率密度为214.4mW/m2.原子力显微镜和脂肪酸快速鉴定表明,A2为肠杆菌科的杆菌,B1为厚壁菌门的芽孢杆菌.     

多菌种混合发酵转化秸秆技术的研究及应用进展

农作物秸秆是农业生产的副产品,也是一项重要的生物资源。利用微生物的广泛适应性和多功能性来转化秸秆已日益受到国内外科学研究者重视,特别是多菌种混合发酵是将秸秆纤维素转化为蛋白质、乙醇、乙酸等最具发展前景的方法。文章通过混合菌降解秸秆纤维,转化利用秸秆制蛋白饲料、燃料酒精、农用沼气等方面,对混合菌发酵转化秸秆技术的研究进展进行阐述。混合菌发酵转化秸秆已成为农业综合开发领域的一个亮点,正在朝着多元化,深层次的方向发展。     

高温(70℃)玉米秸秆水解液产氢行为及群落结构

考察了高温条件下(70℃)牛粪堆肥、土壤、厌氧污泥、腐烂秸秆种接种物利用玉米秸秆水解液的产氢行为。结果表明:牛粪堆肥接种时达到最大的产气量(1355.7mL/L)和氢气产量(608.4mL/L),随后依次为腐烂秸秆、厌氧污泥和土壤。修改的Gompertz方程可以较好描述产氢量随时间变化趋势(R2>0.99)。牛粪堆肥接种时达到最大的产氢潜力(676.0mL/L),而土壤接种时的迟滞时间最小(9.8h)。DGGE图谱显示:不同接种物对应不同的微生物群落结构。Bacillus thermozeamaize,Enterobacter sp.JDM-19和Thermoanaerobacterium polysaccharolyticum strain,KMTHCJT和可能分别是牛粪堆肥,厌氧污泥和腐烂秸秆接种条件下的关键产氢微生物。     

Pd/activated carbon sorbents for mid-temperature capture of mercury from coal-derived fuel gas

Higher concentrations of Hg can be emitted from coal pyrolysis or gasification than from coal combustion, especially elemental Hg. Highly efficient Hg removal technology from coal-derived fuel gas is thus of great importance. Based on the very excellent Hg removal ability of Pd and the high adsorption abilities of activated carbon（AC） for H2 S and Hg, a series of Pd/AC sorbents was prepared by using pore volume impregnation, and their performance in capturing Hg and H2 S from coal-derived fuel gas was investigated using a laboratory-scale fixed-bed reactor. The effects of loading amount, reaction temperature and reaction atmosphere on Hg removal from coal-derived fuel gas were studied. The sorbents were characterized by N2 adsorption, X-ray diffraction（XRD） and X-ray photoelectron spectroscopy（XPS）. The results indicated that the efficiency of Hg removal increased with the increasing of Pd loading amount, but the effective utilization rate of the active component Pd decreased significantly at the same time. High temperature had a negative influence on the Hg removal. The efficiency of Hg removal in the N2-H2S-H2-CO-Hg atmosphere（simulated coal gas） was higher than that in N2-H2S-Hg and N2-Hg atmospheres, which showed that H2 and CO, with their reducing capacity, could benefit promote the removal of Hg. The XPS results suggested that there were two different ways of capturing Hg over sorbents in N2-H2S-Hg and N2-Hg atmospheres.